{"id":"W3009989674","doi":"10.3747/co.27.5461","title":"Humanism in Global Oncology Curricula: An Emerging Priority","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Empathy and Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Arnold P. Gold Foundation","keywords":"Humanism; Curriculum; Compassion; Medicine; Excellence; Altruism (biology); Medical education; Psychology; Pedagogy; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003027283,0.0001343194,0.0004282797,0.00004791978,0.00004814491,0.000004407538,0.000121359,0.000214464,0.0003104291],"category_scores_gemma":[0.0005484999,0.0001228109,0.00006502666,0.000306373,0.0001248499,0.0000821745,0.00006244244,0.0005727283,0.0000936865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006855892,"about_ca_system_score_gemma":0.0008744498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003295965,"about_ca_topic_score_gemma":0.00009492195,"domain_scores_codex":[0.9985541,0.0001933603,0.000369035,0.0003666144,0.0001792454,0.0003377037],"domain_scores_gemma":[0.9990966,0.00005010715,0.000101359,0.0001529585,0.00008191605,0.0005170284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002547659,0.003735568,0.07606824,0.000200638,0.0000191054,0.0002352013,0.03286765,0.00000382068,0.0002707623,0.003543078,0.006536623,0.8762646],"study_design_scores_gemma":[0.004951919,0.003959454,0.1485476,0.0001120654,0.0001303298,0.0001278393,0.01225065,0.001277656,0.00007256569,0.001167591,0.8271582,0.0002442065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732105,0.001354316,0.0002193342,0.01601657,0.002481889,0.0003918171,0.000004591194,0.00008309586,0.006237945],"genre_scores_gemma":[0.9950538,0.0002458052,0.0004825823,0.002737511,0.001332973,0.00004055747,0.00008469196,0.000008740605,0.00001328467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8760204,"threshold_uncertainty_score":0.5008083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1630209309620666,"score_gpt":0.4933419391837395,"score_spread":0.3303210082216729,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}